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# Awesome Explorables
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A curated list of awesome [explorable explanations](http://worrydream.com/#!/ExplorableExplanations).
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Inspired by [awesome-go](https://github.com/avelino/awesome-go)
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## Contributing
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You are welcome to create a PR to contribute.
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Please take a a look at [contribution guidelines](https://github.com/sp4ke/awesome-explorables/blob/master/CONTRIBUTING.md).
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#### *If you see a link or a project that is broken or no longer working, please submit a pull request to improve this file. Thank you !*
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## Contents
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- [Math](#math)
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- [Statistics And Probability](#statistics-and-probability)
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- [Linear Algebra](#linear-algebra)
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- [Trigonometry](#trigonometry)
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- [Logic](#logic)
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- [Algorithms](#algorithms)
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- [Machine Learning And Neural Networks](#machine-learning-and-neural-networks)
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- [Game Programming](#game-programming)
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- [Data Structures](#data-structures)
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- [Science](#science)
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- [Physics](#physics)
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- [Psychology](#psychology)
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- [Other](#other)
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- [About Explorable Explanations](#about-explorable-explanations)
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- [Tools for Explorable Explanations](#tools-for-explorable-explanations)
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- [Books](#books)
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## Math
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*[↑ top](#contents)*
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* [Explained Visually](http://setosa.io/ev/)
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* [Image Kernels](http://setosa.io/ev/image-kernels/)
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* [Pi (π)](http://setosa.io/ev/pi/)
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* [Exponentiation](http://setosa.io/ev/exponentiation/)
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* [Euclid: The Game](http://euclidthegame.com/)
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* [The Hitchhiker's Guide To The Mandelbrot set](https://morr.cc/mandelbrot/)
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* [vf.rohanp.xyz](http://vf.rohanp.xyz/) - an interactive demonstration of vector field flow
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### Statistics And Probability
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*[↑ top](#contents)*
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* [Seeing Theory](http://students.brown.edu/seeing-theory/) - a visual introduction to probability and statistics
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* [Principal Component Analysis](http://setosa.io/ev/principal-component-analysis/)
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* [Conditional Probability](http://setosa.io/ev/conditional-probability/)
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* [Ordinary Least Squares Regression](http://setosa.io/ev/ordinary-least-squares-regression/)
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* [Markov Chains](http://setosa.io/ev/markov-chains/)
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* [Science Isn't Broken](https://fivethirtyeight.com/features/science-isnt-broken/#part1) - On scientific method (p-values)
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* [Humans Suck At Entropy](http://www.loper-os.org/bad-at-entropy/manmach.html)
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### Linear Algebra
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*[↑ top](#contents)*
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* [Eigenvectors and Eigenvalues](http://setosa.io/ev/eigenvectors-and-eigenvalues/)
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* [Interactive 2d Matrix](http://ncase.me/matrix/)
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* [Immersive Math](http://immersivemath.com/ila/) – a linear algebra book with ully interactive figures
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### Trigonometry
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*[↑ top](#contents)*
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* [Circles Sines and Signals](http://jackschaedler.github.io/circles-sines-signals/) – a visual explanation of the fourier transform by jack schaedler
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* [Sine and Cosine](http://setosa.io/ev/sine-and-cosine/)
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### Logic
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*[↑ top](#contents)*
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* [The Incredible Proof Machine](http://incredible.pm/) – a visual approach to propositional logic
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## Algorithms
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*[↑ top](#contents)*
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* [Visualizing Algorithms](https://bost.ocks.org/mike/algorithms/) - visualizing algorithms, by mike bostock
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* [visualgo.net](https://visualgo.net) - interactive computer science algorithms and data structures
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* [Quicksort](https://illustrated-algorithms.now.sh/quicksort) - the quicksort algorithm, illustrated with playing cards
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* [Second-Order Controls](https://medium.com/@max_goldstein/second-order-controls-5cee5ddc9d2d)
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* [How to Use t-SNE Effectively](http://distill.pub/2016/misread-tsne/) - Visualizing high-dimensional data
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### Machine Learning and Neural Networks
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*[↑ top](#contents)*
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* [r2d3.us](http://www.r2d3.us/visual-intro-to-machine-learning-part-1/) - a visual introduction to machine learning
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* [Neural Networks And Deep Learning](http://neuralnetworksanddeeplearning.com/) - Free online interactive book about Neural Networks and Deep Learning.
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* [playground.tensorflow.org](http://playground.tensorflow.org/) - a neural network playground
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### Game Programming
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*[↑ top](#contents)*
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* [redblobgames.com](http://www.redblobgames.com/)
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* [Introduction To A* ](http://www.redblobgames.com/pathfinding/a-star/introduction.html) – how pathfinding algorithms work, by amit patel
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* [Hexagonal Grids](http://www.redblobgames.com/grids/hexagons/) - an interactive guide on implementing hexagonal grids
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* [Intro To Graph Theory](http://www.redblobgames.com/pathfinding/grids/graphs.html)
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* [Generating Fantasy Maps](http://mewo2.com/notes/terrain/) - generating fantasy maps – the math behind
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* [gamejolt.com](http://gamejolt.com/games/the-stranger-loop/10679) - topology, via asteroids, narrated
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### Data Structures
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*[↑ top](#contents)*
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* [Quadtree](http://jimkang.com/quadtreevis/) - an interactive explanation of quadtrees, by jim kang
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* [Bitcoin Blockchain](https://anders.com/blockchain/) - "blockchain demo" explains the basics behind decentralized cryptocurrencies like bitcoin
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## Science
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* [ncase.me](http://ncase.me/simulating/) - simulating the world (in emoji😘)
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* [ncase.me](http://ncase.me/neurons/) - neurotic neurons, an interactive animation on how exposure therapy works
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*[↑ top](#contents)*
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*[Grail Handwriting Recognizer](https://jackschaedler.github.io/handwriting-recognition/) - jack schaedler's active essay on how the grail handwriting recognizer works
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* [Exploring Emergence](http://www.playfulinvention.com/emergence/index.html) - an introduction to cellular automata (from 1996! requires flash.)
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* [internet-atlas.net](http://internet-atlas.net/) - critical atlas of internet
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* [Visualizing Projections](http://shaunlebron.github.io/visualizing-projections/) - visualizing multiple camera projection techniques
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## Physics
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*[↑ top](#contents)*
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* [arogozhnikov.github.io](https://arogozhnikov.github.io/2016/12/19/markov_chain_monte_carlo.html) - hamiltonian monte carlo explained
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* [Nukemap](http://nuclearsecrecy.com/nukemap/) - nuclear explosion simulation tool by alex wellerstein
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* [Angry Physics](http://ncase.me/birds/)
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## Psychology - Human Machine Interface
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*[↑ top](#contents)*
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* [To Build A Better Ballot](http://ncase.me/ballot/) – an interactive guide to alternative voting systems
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* [recursivedrawing.com](http://recursivedrawing.com/) - by toby schachman lets you create complex patterns from simple building blocks
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* [Parable Of the Polygons](http://ncase.me/polygons/) – a simulation about segregation and diversity
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* [Learning By Doing](http://blog.ncase.me/i-do-and-i-understand/)
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## Other
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*[↑ top](#contents)*
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* [Ishkur's Guide To Electronic Music](http://techno.org/electronic-music-guide/) -
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* [kevinhayeswilson.com](https://kevinhayeswilson.com/redraw/) - redraw state boundaries with 2016 us election data.
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## About Explorable Explanations
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*[↑ top](#contents)*
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* [Explorable Explanations](http://explorableexplanations.com)
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* [worrydream.com](http://worrydream.com/ladderofabstraction/) - up and down the ladder of abstraction – a systemic approach to interactive visualization
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* [worrydream.com](http://worrydream.com/explorableexplanations/) - bret victor's essay which coined the term "explorable explanations"
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* [Reinventing Explanation](http://michaelnielsen.org/reinventing_explanation/) – prototyping an accessible explanation of simpson's paradox
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* [blog.ncase.me](http://blog.ncase.me/explorable-explanations/) - design patterns for explorable explanations
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* [simblob.blogspot.de](http://simblob.blogspot.de/2016/12/five-year-mission.html) - amit patel of red blob games looks back on 5 years of creating interactive explanations
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## Tools for Explorable Explanations
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*[↑ top](#contents)*
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* [Tangle](http://worrydream.com/Tangle/) Js Library for reactive documents
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* [Outside the box](http://simblob.blogspot.nl/2016/10/outside-box.html) On SVG and Arrows.
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* [Implementing Draggable Handles](http://simblob.blogspot.nl/2014/09/implementing-draggable-handles.html)
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* [RedBlobGames - Making Of](simblob.blogspot.nl/search/label/making-of)
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* [GeoGebra](https://www.geogebra.org/materials/) - dynamic mathematics for learning and teaching
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* [aprt.us](http://aprt.us/) - apparatus, an open-source graphics editor and programming environment for creating interactive diagrams
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* [awesome-livecoding](https://github.com/lvm/awesome-livecoding) - a curated list of live-coding resources.
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*[Self-Lang](http://www.selflanguage.org) prototype-based dynamic object-oriented programming language, environment, and virtual machine
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*[Lively Kernel](http://lively-kernel.org)
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## Books
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*[↑ top](#contents)*
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* [mindstorms.media.mit.edu](http://mindstorms.media.mit.edu/) - "mindstorms: children, computers, and powerful ideas", an influential 1980 book by seymour papert
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* [Elements of Euclid](https://archive.org/details/firstsixbooksofe00eucl) - oliver byrne's edition of euclid's "elements" uses colored diagrams and symbols instead of letters to proof theorems about math and geometry
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